{"id":"W6931390410","doi":"10.5281/zenodo.3583067","title":"Ouranosinc/xclim: v0.12.3 (Python3.5)","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal; Ouranos","funders":"","keywords":"Table (database); Process (computing); Work (physics); Precipitation; Point (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002127242,0.002874083,0.001958872,0.001511697,0.001602488,0.003552651,0.00480464,0.001225251,0.190462],"category_scores_gemma":[0.005155606,0.002706482,0.002577525,0.001160055,0.001045899,0.003831934,0.004526014,0.004224555,0.2510593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230642,"about_ca_system_score_gemma":0.001982794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021936,"about_ca_topic_score_gemma":0.005326336,"domain_scores_codex":[0.9987248,0.0001551479,0.0001089987,0.0003873443,0.0004060557,0.000217598],"domain_scores_gemma":[0.9987364,0.0002604116,0.0001071319,0.0003915449,0.0003349036,0.0001695235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002881005,0.00003562569,0.000728592,0.0008938981,0.0001103265,0.00008983758,0.0001845409,0.0009687251,0.005180988,0.004400258,0.9513515,0.03576774],"study_design_scores_gemma":[0.0001731065,0.00004393458,0.001742835,0.0002026083,0.00007868962,0.0002282634,0.00005158382,0.008101935,0.02338142,0.01095919,0.9547961,0.0002403181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009483046,0.0002055671,0.07307222,0.000233289,0.0003328321,0.0001213578,0.04028289,0.8735294,0.01127424],"genre_scores_gemma":[0.01037269,0.0003444414,0.0739639,0.0009397023,0.0001353544,0.0009518847,0.08869716,0.7926918,0.03190322],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.190462,"threshold_uncertainty_score":0.6371589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109174366684751,"score_gpt":0.2249526603007519,"score_spread":0.2038609166339043,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}